Generative Model for Probabilistic Inference.
Yi LiuYunchun LiHonggang ZhouHailong YangWei LiPublished in: DASC/PiCom/DataCom/CyberSciTech (2019)
Keyphrases
- generative model
- probabilistic inference
- probabilistic model
- graphical models
- conditional probabilities
- bayesian networks
- bayesian framework
- weighted model counting
- approximate inference
- belief networks
- message passing
- em algorithm
- posterior probability
- prior knowledge
- conditional random fields
- semi supervised
- belief propagation
- topic models
- latent dirichlet allocation
- hidden variables
- maximum entropy principle
- exact inference
- probabilistic graphical models
- computer vision
- hidden markov models
- latent variables
- bayesian inference
- expectation maximization
- neural network